Jiahao Chen

Parity

Chief Technology Officer

222 East 44th Street

New York, NY 10017

United States

http://https://getparity.ai

MIT CSAIL

Research Scientist

Stata Center

32 Vassar Street

Cambridge, MA 02139

United States

http://https://csail.mit.edu

SCHOLARLY PAPERS

4

DOWNLOADS

366

SSRN CITATIONS

5

CROSSREF CITATIONS

0

Scholarly Papers (4)

1.

The Four-Fifths Rule is Not Disparate Impact: A Woeful Tale of Epistemic Trespassing in Algorithmic Fairness

Parity Technologies, Inc., Technical Report P22-1, v0.3.0
Number of pages: 12 Posted: 24 Feb 2022 Last Revised: 04 Mar 2022
Princeton University Center for Information Technology PolicyData & Society Research Institute, Senior Data Scientist and Parity
Downloads 116 (433,347)

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disparate impact, AI ethics, discrimination law, metrics, fairness, bias, optimization, employment, civil rights

2.

Debiasing Classifiers: Is Reality at Variance With Expectation?

Number of pages: 11 Posted: 11 Jan 2021
Birla Institute of Technology and Science (BITS), Rajasthan Campus, Ludwig Maximilian University of Munich (LMU), Ludwig Maximilians University Munich, Parity, affiliation not provided to SSRN, affiliation not provided to SSRN, Ecole Normale Superieure de Cachan (ENS), University of Warwick - Social Science and Systems in Health Unit and The Alan Turing Institute
Downloads 105 (466,125)
Citation 4

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Bias Mitigation, Fairness, Out-of-Sample, Test Error, Cross-Validation

3.

On the Current and Emerging Challenges of Developing Fair and Ethical AI Solutions in Financial Services

Proceedings of the 2nd ACM International Conference on AI in Finance (ICAIF '21); doi:10.1145/3490354.3494408
Number of pages: 10 Posted: 02 Nov 2021
Columbia University, Parity, affiliation not provided to SSRN and University of Alabama at Huntsville
Downloads 73 (584,429)
Citation 1

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4.

Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved

Proceedings of the ACM Conference on Fairness, Accountability, and Transparency, Atlanta, GA, Jan 29-31, 2019. doi:10.1145/3287560.3287594, 2018
Number of pages: 13 Posted: 18 Dec 2018
Parity, Cornell University - Cornell Tech NYC, Cornell University - Cornell Tech NYC, Independent and Cornell University
Downloads 72 (588,795)
Citation 4

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fair lending, disparate impact, protected class, racial discrimination, race imputation, probabilistic proxy model, Bayesian Improved Surname Geocoding